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shivalikasingh  authored a paper 2 days ago
The Leaderboard Illusion
osanseviero  authored a paper about 1 month ago
Gemma 3 Technical Report
sayakpaul  authored a paper about 2 months ago
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
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keras-dreambooth's activity

Nymbo 
posted an update about 19 hours ago
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336
PSA for anyone using Nymbo/Nymbo_Theme or Nymbo/Nymbo_Theme_5 in a Gradio space ~

Both of these themes have been updated to fix some of the long-standing inconsistencies ever since the transition to Gradio v5. Textboxes are no longer bright green and in-line code is readable now! Both themes are now visually identical across versions.

If your space is already using one of these themes, you just need to restart your space to get the latest version. No code changes needed.
Aurelien-Morgan 
posted an update 4 days ago
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3075
The Almighty function-caller

How would you like to build smart GenAi infrastructure ?
Give extensive tools memory to your edge agentic system,
And optimize the resources it takes to run yet a high-performance set of agents ?

We came up with a novel approach to function-calling at scale for smart companies and corporate-grade use-cases.

Read our full-fledged blog article on this here on Hugging Face :
https://huggingface.co/blog/Aurelien-Morgan/the-almighty-function-caller
Aurelien-Morgan 
posted an update 5 days ago
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636
retrain-pipelines 0.1.2 finally dropped. It comes with a hot Hugging Face Hub integration. Go check it out. We have 2 articles about it coming up. One already fully written so, be on the lookout !
@retrain-pipelines

Also, I'll be volunteering at GOSIM AI Paris 2025. If you're interested in chatting, hmu.
sayakpaul 
authored a paper 9 days ago
Aurelien-Morgan 
posted an update about 1 month ago
osanseviero 
authored a paper about 1 month ago
sayakpaul 
authored a paper about 2 months ago
not-lain 
posted an update about 2 months ago
sayakpaul 
posted an update 2 months ago
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3679
Inference-time scaling meets Flux.1-Dev (and others) 🔥

Presenting a simple re-implementation of "Inference-time scaling diffusion models beyond denoising steps" by Ma et al.

I did the simplest random search strategy, but results can potentially be improved with better-guided search methods.

Supports Gemini 2 Flash & Qwen2.5 as verifiers for "LLMGrading" 🤗

The steps are simple:

For each round:

1> Starting by sampling 2 starting noises with different seeds.
2> Score the generations w.r.t a metric.
3> Obtain the best generation from the current round.

If you have more compute budget, go to the next search round. Scale the noise pool (2 ** search_round) and repeat 1 - 3.

This constitutes the random search method as done in the paper by Google DeepMind.

Code, more results, and a bunch of other stuff are in the repository. Check it out here: https://github.com/sayakpaul/tt-scale-flux/ 🤗
kadirnar 
posted an update 3 months ago
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4440
Researchers developed Sonic AI enabling precise facial animation from speech cues 🎧 Decouples head/expression control via audio tone analysis + time-aware fusion for natural long-form synthesis
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lucifertrj 
posted an update 3 months ago
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605
Bhagavad Gita GPT assistant - Build fast RAG pipeline to index 1000+ pages using Binary Optimization

DeepSeek R-1 and Qdrant Binary Quantization

Check out the latest tutorial where we build a Bhagavad Gita GPT assistant—covering:
- DeepSeek R1 vs OpenAI O1
- Using Qdrant client with Binary Quantization
- Building the RAG pipeline with LlamaIndex
- Running inference with DeepSeek R1 Distill model on Groq
- Develop Streamlit app for the chatbot inference

Watch the full implementation here: https://www.youtube.com/watch?v=NK1wp3YVY4Q
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ameerazam08 
posted an update 3 months ago
sayakpaul 
posted an update 3 months ago
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2080
We have been cooking a couple of fine-tuning runs on CogVideoX with finetrainers, smol datasets, and LoRA to generate cool video effects like crushing, dissolving, etc.

We are also releasing a LoRA extraction utility from a fully fine-tuned checkpoint. I know that kind of stuff has existed since eternity, but the quality on video models was nothing short of spectacular. Below are some links:

* Models and datasets: finetrainers
* finetrainers: https://github.com/a-r-r-o-w/finetrainers
* LoRA extraction: https://github.com/huggingface/diffusers/blob/main/scripts/extract_lora_from_model.py
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not-lain 
posted an update 3 months ago
sayakpaul 
posted an update 3 months ago
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2029
We have authored a post to go over the state of video generation in the Diffusers ecosystem 🧨

We cover the models supported, the knobs of optims our users can fire, fine-tuning, and more 🔥

5-6GBs for HunyuanVideo, sky is the limit 🌌 🤗
https://huggingface.co/blog/video_gen
ariG23498 
posted an update 3 months ago
kadirnar 
posted an update 3 months ago
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3576
I created my own AI image and video from scratch using the fal.ai platform 💫

Workflow: Flux Lora Training + Upscale + Kling AI(1.6)
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not-lain 
posted an update 4 months ago
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1703
we now have more than 2000 public AI models using ModelHubMixin🤗
ariG23498 
posted an update 4 months ago
not-lain 
posted an update 4 months ago
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4065
Published a new blogpost 📖
In this blogpost I have gone through the transformers' architecture emphasizing how shapes propagate throughout each layer.
🔗 https://huggingface.co/blog/not-lain/tensor-dims
some interesting takeaways :